{"id":"W6931059625","doi":"10.5281/zenodo.159130","title":"matthutchinson1/paco: Tidied up paco","year":2016,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Process (computing); Work (physics); Context (archaeology); Action (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003448996,0.002360113,0.001054404,0.004355524,0.001323046,0.005812749,0.00256293,0.00206014,0.5218201],"category_scores_gemma":[0.009288184,0.001593314,0.00104716,0.004274903,0.0008055733,0.007344943,0.003526142,0.003397055,0.5271381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235056,"about_ca_system_score_gemma":0.003142882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009210658,"about_ca_topic_score_gemma":0.009444905,"domain_scores_codex":[0.9971354,0.0003114926,0.0002143372,0.0002525042,0.001867564,0.0002187367],"domain_scores_gemma":[0.9949646,0.000625789,0.0002053859,0.0009920258,0.002811362,0.0004008235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006812203,0.00002437247,0.0001088747,0.0001842791,0.000003022624,0.00003601163,0.00005096881,0.0001486311,0.0003973187,0.004738429,0.9641294,0.03011063],"study_design_scores_gemma":[0.0000153741,0.000006942085,0.0001702604,0.00005705523,0.000002859751,0.00005242598,0.00001963722,0.0002325962,0.0009049076,0.001411301,0.9971102,0.00001660914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.001619537,0.001300857,0.04149318,0.004367891,0.00438164,0.0004550418,0.1497255,0.105536,0.6911203],"genre_scores_gemma":[0.005679331,0.001220347,0.02122335,0.0008682508,0.0007592131,0.0004233781,0.132295,0.1078286,0.7297025],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.5218201,"threshold_uncertainty_score":0.6820656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658555090674337,"score_gpt":0.2188436151683394,"score_spread":0.202258064261596,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}